Ruff aims to be orders of magnitude faster than alternative tools while integrating more functionality behind a single, common interface.

Pydantic V2 is a ground-up rewrite that offers many new features, performance improvements, and some breaking changes compared to Pydantic V1.

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† Department of Chemistry and Stephenson Institute for Renewable Energy, University of Liverpool, L69 7ZD Liverpool, United Kingdom ...

Gradient boosting machines are a family of powerful machine-learning techniques that have shown considerable success in a wide range of practical applications. They are highly customizable to the ...

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